Introduction to manufacturing models - Manufacturing system – Types and principles - Manufacturing models - types & uses - Physical models - Mathematical models - Model uses - Model building
Introduction to assembly lines - Line balancing algorithm - COMSOL random sequence generation - Ranked positional weight heuristics - Optimal solutions, Practical issues - Mixed models, Sequencing, Unplaced lines - Shop scheduling with many products, order release, flow shop sequencing - Single and two machine flow shops - Job shop scheduling
Principle, Sensors for Process Monitoring - Online and offline quality control - Quality parameter design - Direct Monitoring of fault based on process signals - Condition monitoring of manufacturing systems - principles - Sensors for Monitoring force, vibration and noise - Selection of sensors and monitoring techniques - Agile manufacturing, flexible manufacturing - Enterprise integration and factory information system - CBS: Industry 4.0
MRP, MRP II - Shop floor control - Factory data collection systems - Automatic identification methods - Bar code technology, two-dimensional Bar Codes - Radio frequency identification - Automated data collection System, Agile manufacturing - Flexible manufacturing - Enterprise integration and factory information system
Machine Learning - Impacts of machine learning - Concept of Artificial Intelligence - Conceptual learning - Artificial Neural Networks - Biological Neuron - Artificial Neuron - Types of Neural networks - Applications in Manufacturing - CBS: Introduction to Automated ML (AutoML)
Reference Book:
1. Ronald G Askin and Charkes R Stanridge, “Modelling and Analysis of Manufacturing Systems†John Wiley & Sons, Inc. 2000. 2. Groover M P, “Automation, production Systems and Computer Integrated Manufacturingâ€, Prentice-Hall of India Pvt. Ltd., New Delhi, 1996. 3. Jha N K, “Handbook of Flexible Manufacturing Systemsâ€, Academic Press Inc., 1991. 4. Intelligent Manufacturing Systems, Andrew Kusiak, Prentice Hall. 5. Artificial Neural Networks, Yagna Narayanan, PHI, 2006
Text Book:
1. Rao P N, “Manufacturing Technology, Metal Cutting and Machine Toolsâ€, Tata McGraw Hill, 2000. 2. Sabrie Salomon, “Sensors and Control Systems in Manufacturingâ€, McGraw Hill int. edition, 1994.
